Machine Learning

An Assessment of Mentions of Adverse Drug Events on Social Media With Natural Language Processing: Model Development and Analysis

Deahan Yu, V G Vinod Vydiswaran

JMIR Med Inform 2022 (Sep 28); 10(9):e38140

Download Citation: END BibTex RIS

Detection of Depression Severity Using Bengali Social Media Posts on Mental Health: Study Using Natural Language Processing Techniques

Muhammad Khubayeeb Kabir, Maisha Islam, Anika Nahian Binte Kabir, Adiba Haque, Md Khalilur Rhaman

JMIR Form Res 2022 (Sep 28); 6(9):e36118

Download Citation: END BibTex RIS

Information System for Symptom Diagnosis and Improvement of Attention Deficit Hyperactivity Disorder: Protocol for a Nonrandomized Controlled Pilot Study

Niki Pandria, Vasileia Petronikolou, Aristotelis Lazaridis, Christos Karapiperis, Eleftherios Kouloumpris, Dimitris Spachos, Anestis Fachantidis, Dimitris Vasiliou, Ioannis Vlahavas, Panagiotis Bamidis

JMIR Res Protoc 2022 (Sep 28); 11(9):e40189

Download Citation: END BibTex RIS

Exploring Socioeconomic Status as a Global Determinant of COVID-19 Prevalence, Using Exploratory Data Analytic and Supervised Machine Learning Techniques: Algorithm Development and Validation Study

Luke Winston, Michael McCann, George Onofrei

JMIR Form Res 2022 (Sep 27); 6(9):e35114

Download Citation: END BibTex RIS

Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development

Hisashi Kurasawa, Kayo Waki, Akihiro Chiba, Tomohisa Seki, Katsuyoshi Hayashi, Akinori Fujino, Tsuneyuki Haga, Takashi Noguchi, Kazuhiko Ohe

JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951

Download Citation: END BibTex RIS

Data Exploration and Classification of News Article Reliability: Deep Learning Study

Kevin Zhan, Yutong Li, Rafay Osmani, Xiaoyu Wang, Bo Cao

JMIR Infodemiology 2022 (Sep 22); 2(2):e38839

Download Citation: END BibTex RIS

Evaluating Web-Based Automatic Transcription for Alzheimer Speech Data: Transcript Comparison and Machine Learning Analysis

Thomas Soroski, Thiago da Cunha Vasco, Sally Newton-Mason, Saffrin Granby, Caitlin Lewis, Anuj Harisinghani, Matteo Rizzo, Cristina Conati, Gabriel Murray, Giuseppe Carenini, Thalia S Field, Hyeju Jang

JMIR Aging 2022 (Sep 21); 5(3):e33460

Download Citation: END BibTex RIS

Medical Staff and Resident Preferences for Using Deep Learning in Eye Disease Screening: Discrete Choice Experiment

Senlin Lin, Liping Li, Haidong Zou, Yi Xu, Lina Lu

J Med Internet Res 2022 (Sep 20); 24(9):e40249

Download Citation: END BibTex RIS

Introducing JMIR AI

Khaled El Emam, Bradley Malin

JMIR AI 2022 (Sep 20); 1(1):e42046

Download Citation: END BibTex RIS

Predicting Therapeutic Response to Unfractionated Heparin Therapy: Machine Learning Approach

Ahmad Abdel-Hafez, Ian A Scott, Nazanin Falconer, Stephen Canaris, Oscar Bonilla, Sven Marxen, Aaron Van Garderen, Michael Barras

Interact J Med Res 2022 (Sep 19); 11(2):e34533

Download Citation: END BibTex RIS

One Clinician Is All You Need–Cardiac Magnetic Resonance Imaging Measurement Extraction: Deep Learning Algorithm Development

Pulkit Singh, Julian Haimovich, Christopher Reeder, Shaan Khurshid, Emily S Lau, Jonathan W Cunningham, Anthony Philippakis, Christopher D Anderson, Jennifer E Ho, Steven A Lubitz, Puneet Batra

JMIR Med Inform 2022 (Sep 16); 10(9):e38178

Download Citation: END BibTex RIS

Prediction of Specific Anxiety Symptoms and Virtual Reality Sickness Using In Situ Autonomic Physiological Signals During Virtual Reality Treatment in Patients With Social Anxiety Disorder: Mixed Methods Study

Joo Young Chun, Hyun-Jin Kim, Ji-Won Hur, Dooyoung Jung, Heon-Jeong Lee, Seung Pil Pack, Sungkil Lee, Gerard Kim, Chung-Yean Cho, Seung-Moo Lee, Hyeri Lee, Seungmoon Choi, Taesu Cheong, Chul-Hyun Cho

JMIR Serious Games 2022 (Sep 16); 10(3):e38284

Download Citation: END BibTex RIS

Automatically Identifying Twitter Users for Interventions to Support Dementia Family Caregivers: Annotated Data Set and Benchmark Classification Models

Ari Z Klein, Arjun Magge, Karen O'Connor, Graciela Gonzalez-Hernandez

JMIR Aging 2022 (Sep 16); 5(3):e39547

Download Citation: END BibTex RIS

Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization

Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Wuh-Liang Hwu, Ni-Chung Lee, Feipei Lai

JMIR Bioinform Biotech 2022 (Sep 15); 3(1):e37701

Download Citation: END BibTex RIS

Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

Skander Tahar Mulder, Amir-Houshang Omidvari, Anja J Rueten-Budde, Pei-Hua Huang, Ki-Hun Kim, Babette Bais, Melek Rousian, Rihan Hai, Can Akgun, Jeanine Roeters van Lennep, Sten Willemsen, Peter R Rijnbeek, David MJ Tax, Marcel Reinders, Eric Boersma, Dimitris Rizopoulos, Valentijn Visch, Régine Steegers-Theunissen

J Med Internet Res 2022 (Sep 14); 24(9):e35675

Download Citation: END BibTex RIS

Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study

Shuang Di, Jeremy Petch, Hertzel C Gerstein, Ruoqing Zhu, Diana Sherifali

JMIR Form Res 2022 (Sep 13); 6(9):e37838

Download Citation: END BibTex RIS

Predicting Depression in Patients With Knee Osteoarthritis Using Machine Learning: Model Development and Validation Study

Zuzanna Nowinka, M Abdulhadi Alagha, Khadija Mahmoud, Gareth G Jones

JMIR Form Res 2022 (Sep 13); 6(9):e36130

Download Citation: END BibTex RIS

Assessing the Generalizability of Deep Learning Models Trained on Standardized and Nonstandardized Images and Their Performance Against Teledermatologists: Retrospective Comparative Study

Ayooluwatomiwa I Oloruntoba, Tine Vestergaard, Toan D Nguyen, Zhen Yu, Maithili Sashindranath, Brigid Betz-Stablein, H Peter Soyer, Zongyuan Ge, Victoria Mar

JMIR Dermatol 2022 (Sep 12); 5(3):e35150

Download Citation: END BibTex RIS

Real-world Implementation of an eHealth System Based on Artificial Intelligence Designed to Predict and Reduce Emergency Department Visits by Older Adults: Pragmatic Trial

Joël Belmin, Patrick Villani, Mathias Gay, Stéphane Fabries, Charlotte Havreng-Théry, Stéphanie Malvoisin, Fabrice Denis, Jacques-Henri Veyron

J Med Internet Res 2022 (Sep 08); 24(9):e40387

Download Citation: END BibTex RIS

Understanding Gender Biases and Differences in Web-Based Reviews of Sanctioned Physicians Through a Machine Learning Approach: Mixed Methods Study

Julia Barnett, Margrét Vilborg Bjarnadóttir, David Anderson, Chong Chen

JMIR Form Res 2022 (Sep 08); 6(9):e34902

Download Citation: END BibTex RIS